Special Issues

Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Advances in Artificial Intelligence and Metaheuristics Methods for Planning and Scheduling submission deadline 30 Aug 2024 | 7 articles | Viewed by 14184 | Submission Open
Keywords: Artificial intelligence; Metaheuristics; Nature-inspired optimization techniques; Swarm intelligence; Evolutionary computation; Hybrid approaches; Self-parametrization; Machine learning; Intelligent systems for planning and scheduling; Dynamic scheduling
(This special issue belongs to the Section Mathematics and Computer Science)
Fuzzy Decision Making and Soft Computing Applications: Future Perspectives submission deadline 30 Aug 2024 | 7 articles | Viewed by 11691 | Submission Open
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
AI-Augmented Software Engineering
edited by
submission deadline 30 Aug 2024 | 4 articles | Viewed by 3423 | Submission Open
New Trends in Computer Vision, Pattern Recognition and Machine Learning
edited by and Gaurav Bhatnagar
submission deadline 30 Aug 2024 | 2 articles | Viewed by 1587 | Submission Open
(This special issue belongs to the Section Mathematics and Computer Science)
Multiscale Modeling of Infectious Disease Dynamics
edited by Winston Garira and
submission deadline 30 Aug 2024 | 1 articles | Viewed by 1327 | Submission Open
Keywords: multiscale modeling; infectious disease dynamics; epidemic modeling and control; numerical analysis
(This special issue belongs to the Section Mathematical Biology)
Bayesian Statistical Analysis of Big Data and Complex Data
edited by
submission deadline 30 Aug 2024 | 1 articles | Viewed by 1293 | Submission Open
Keywords: Bayesian approximation; Bayesian big data analysis; Bayesian dimension reduction; Bayesian model for complex data; efficient Bayesian computing
(This special issue belongs to the Section Probability and Statistics)
Nonlinear and Evolutionary Optimization in Materials and Engineering
edited by Amit Banerjee
submission deadline 30 Aug 2024 | 1 articles | Viewed by 932 | Submission Open
Keywords: evolutionary algorithms; evolutionary optimization; nonlinear optimization; artificial intelligence; machine learning; evolutionary computation; deep learning; material science; computational materials design; smart materials; additive manufacturing; smart manufacturing processes
(This special issue belongs to the Section Engineering Mathematics)
The Application of Optimization Algorithm in Mathematical Model
edited by Li-Ning Xing
submission deadline 30 Aug 2024 | Viewed by 233 | Submission Open
Keywords: optimization algorithm; mathematical model; genetic algorithm; ant colony optimization; particle swarm optimization; tabu search; simulated annealing
(This special issue belongs to the Section Computational and Applied Mathematics)
Recent Advances in Kinetic Theory and Numerical Computations
edited by Liu Liu
submission deadline 30 Aug 2024 | Viewed by 174 | Submission Open
Keywords: kinetic modeling; deep learning; multi-scale problems; uncertainty quantification; data-driven methods; high-dimensional kinetic problems
(This special issue belongs to the Section Computational and Applied Mathematics)
Explainable and Trustworthy AI Models for Data Analytics
edited by Rajaraman Kanagasabai
submission deadline 30 Aug 2024 | Viewed by 163 | Submission Open
Keywords: explainable AI; trustworthy AI; data analytics; machine learning; explainable models; model trustworthiness; mathematical optimization
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Research in Mathematical Economics and Financial Modelling submission deadline 31 Aug 2024 | 8 articles | Viewed by 18539 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section Financial Mathematics)
From Edge Devices to Cloud Computing and Datacenters: Emerging Machine Learning Applications, Algorithms, and Optimizations
edited by
submission deadline 31 Aug 2024 | 8 articles | Viewed by 17902 | Submission Open
Keywords: machine learning; deep neural network; deep compression; machine learning optimizations; machine learning under constrained resources
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Modeling and Analysis of Problems in Ecology, Epidemiology and Oncology
edited by and Jui-Ling Yu
submission deadline 31 Aug 2024 | 10 articles | Viewed by 16148 | Submission Open
Keywords: population dynamics; deterministic and stochastic modeling; stability and bifurcations; disease invasion; biological control; cancer therapy; clinical or experimental data
(This special issue belongs to the Section Mathematical Biology)
Complex Biological Systems and Mathematical Biology
edited by and
submission deadline 31 Aug 2024 | 10 articles | Viewed by 14337 | Submission Open
Keywords: infectious disease modelling; epidemiological dynamics; piecewise dynamic systems; optimal control in COVID-19; human behaviours evolution dynamics; data-driven modelling; modelling non-communicable diseases; machine learning approaches
(This special issue belongs to the Section Mathematical Biology)
Big Data Mining and Analytics with Applications
edited by and
submission deadline 31 Aug 2024 | 8 articles | Viewed by 12602 | Submission Open
Keywords: big data; data analytics; statistical techniques; data fusion; data classification; data extraction; cluster analysis; data mining; machine learning; time series; social network analysis; big data applications
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Differential Dynamical Systems with Applications to Economics and Biology, 2nd Edition submission deadline 31 Aug 2024 | 12 articles | Viewed by 12520 | Submission Open
Keywords: dynamical systems; time delay; stability; bifurcation analysis in economic and biological systems; chaotic behavior; population dynamics; reaction-diffusion systems; economic dynamics; fractional order systems; numerical methods; numerical simulations
(This special issue belongs to the Section Dynamical Systems)
Advances in Mathematical Methods, Machine Learning and Deep Learning Based Applications, 2nd Edition submission deadline 31 Aug 2024 | 7 articles | Viewed by 11784 | Submission Open
Keywords: artificial intelligence; natural language processing; data mining and learning analytics; recommender systems; cybersecurity; blockchain; artificial neural networks; machine learning; statistical and optimization methods; evaluation of artificial intelligence; adaptive; or personalized systems intelligent tutoring systems; virtual reality and dialog systems model applications in several domains like education; finance etc.
(This special issue belongs to the Section Mathematics and Computer Science)
Differential and Integro–Differential Equations: Theory and Applications submission deadline 31 Aug 2024 | 9 articles | Viewed by 11365 | Submission Open
Keywords: ordinary differential equations; partial differential equation; fractional differential equations; delay differential equations; integro-differential equations; applications of differential equations
(This special issue belongs to the Section Difference and Differential Equations)
Advances of Computer Algorithms and Data Structures submission deadline 31 Aug 2024 | 10 articles | Viewed by 10449 | Submission Open
Keywords: combinatorial optimization; computation theory; data structure for massive dataset; graph algorithms; interconnection networks; network optimization; parallel and distributed algorithms; social networks
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Communication Systems, IoT and Blockchain submission deadline 31 Aug 2024 | 7 articles | Viewed by 9484 | Submission Open
Keywords: blockchain; IoT; machine learning; healthcare systems; medical data
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Methods Applied in Explainable Fake Multimedia Detection
edited by , Zhenjun Tang and Guorui Feng
submission deadline 31 Aug 2024 | 5 articles | Viewed by 9322 | Submission Open
Keywords: deep learning; machine learning; multimedia security; fake multimedia detection; multimedia forensics
(This special issue belongs to the Section Mathematics and Computer Science)
Advanced Research on Information System Security and Privacy
edited by Zhaoquan Gu and
submission deadline 31 Aug 2024 | 11 articles | Viewed by 9317 | Submission Open
Keywords: information systems security; privacy-preserving technologies of information systems; secure communication for information systems; cryptography and security; situation awareness analysis of information systems; threat detection and access control; digital forensics; artificial intelligence security for information systems; adversarial attacks and defenses in deep-learning-based information systems; adversarial explainable AI; security evaluation of information systems
(This special issue belongs to the Section Mathematics and Computer Science)
Advances in Differential Geometry and Its Applications submission deadline 31 Aug 2024 | 10 articles | Viewed by 9089 | Submission Open
Keywords: Riemannian geometry; symplectic geometry; contact geometry; information geometry; gauge theory; lie groups and lie algebras; applications to machine learning; applications to data analysis
(This special issue belongs to the Section Algebra, Geometry and Topology)
Fuzzy Sets and Fuzzy Systems submission deadline 31 Aug 2024 | 7 articles | Viewed by 8499 | Submission Open
Keywords: fuzzy set; type two fuzzy; optimization; computational economics; soft computing; fuzzy expert systems; ANN; RSM
(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)
Probability, Statistics and Random Processes
edited by
submission deadline 31 Aug 2024 | 8 articles | Viewed by 8324 | Submission Open
Keywords: mathematics; statistics; probability; algorithms; computation; stochastics; simulation; random variables; random processes; networks; methodology
(This special issue belongs to the Section Probability and Statistics)
Modelling and Analysis in Time Series and Econometrics
edited by and Pierre Ngnepieba
submission deadline 31 Aug 2024 | 4 articles | Viewed by 7836 | Submission Open
Keywords: mathematical modeling; time series analysis; antithetic time series; time series forecasting; cointegration; antithetic variables in computer simulation; sequences of random variables; stochastic processes; bias reduction; dynamics; mathematical statistics; econometrics; economic theory; optimization
(This special issue belongs to the Section Financial Mathematics)
Fractional-Order Systems: Control, Modeling and Applications
edited by , , and Yanqiao Wei
submission deadline 31 Aug 2024 | 4 articles | Viewed by 7191 | Submission Open
Keywords: fractional differential equations; numerical methods; fractional order dynamical system; fractional order control; fractional viscoelastic material modeling; fractional order system identification; fractional order robot system
(This special issue belongs to the Section Computational and Applied Mathematics)
Numerical and Computational Methods in Structural Engineering and Mechanics submission deadline 31 Aug 2024 | 6 articles | Viewed by 6377 | Submission Open
Keywords: structural engineering; mechanical problems; fluid-structure interactions; soil-structure interactions; structural reliability; mathematical modeling; numerical schemes; optimization; control methods; ordinary differential equations; partial differential equations
(This special issue belongs to the Section Engineering Mathematics)
Stochastic Processes: Theory, Simulation and Applications submission deadline 31 Aug 2024 | 6 articles | Viewed by 6367 | Submission Open
Keywords: birth– death processes; computational methods for stochastic models; diffusion processes; first-passage-time problems; gauss– Markov processes; Markov chains; neuronal modeling; population dynamics; probability theory; queueing systems; random walks; simulation of stochastic processes; stochastic models in biology; stochastic processes and applications
(This special issue belongs to the Section Probability and Statistics)
Statistical Methods for High-Dimensional and Massive Datasets
edited by
submission deadline 31 Aug 2024 | 4 articles | Viewed by 6169 | Submission Open
Keywords: high-dimensional data; feature extraction; feature selection; real-time (online) algorithms; classification; clustering; discrimination; dimension reduction; supervised and unsupervised methods; statistical/machine learning
(This special issue belongs to the Section Probability and Statistics)
Probabilistic Models in Insurance and Finance
edited by
submission deadline 31 Aug 2024 | 5 articles | Viewed by 6045 | Submission Open
Keywords: stochastic models for insurance; stochastic models for finance; survival functions; long memory; financial time series; risk measures; ruin probabilities; heavy-tailed distributions; transformation of distributions; asymptotic estimates
(This special issue belongs to the Section Probability and Statistics)
Nonlinear Systems: Dynamics, Control, Optimization and Applications in Science and Engineering, 3rd Edition
edited by
submission deadline 31 Aug 2024 | 9 articles | Viewed by 5967 | Submission Open
(This special issue belongs to the Section Engineering Mathematics)
Machine Learning in Bioinformatics and Biostatistics submission deadline 31 Aug 2024 | 3 articles | Viewed by 5550 | Submission Open
Keywords: mathematical algorithms; biomedical data; medical images; artificial intelligence methods; machine learning; deep learning; bioinformatics; biostatistics
(This special issue belongs to the Section Mathematical Biology)
Quantum Cryptography and Applications submission deadline 31 Aug 2024 | 4 articles | Viewed by 5472 | Submission Open
Keywords: quantum key distribution; quantum key agreement; quantum secret sharing; quantum private comparison; quantum summation; quantum network; quantum direct communication; deterministic quantum communication; quantum dialogue; quantum digital signatures; quantum security analysis; semi-quantum communications
(This special issue belongs to the Section Mathematics and Computer Science)
Mathematical Models for Supply Chain Management
edited by and
submission deadline 31 Aug 2024 | 4 articles | Viewed by 5380 | Submission Open
Keywords: supply chain; inventory; vendor-managed inventory; supply chain performance; sustainable supply chain; logistics; forecasting; circular economy
(This special issue belongs to the Section Financial Mathematics)
Advances in Computer Vision and Machine Learning, 2nd Edition submission deadline 31 Aug 2024 | 6 articles | Viewed by 5314 | Submission Open
Keywords: artificial intelligence; computer vision; pattern recognition; statistical learning; data mining; deep learning
(This special issue belongs to the Section Mathematics and Computer Science)
Signal Processing, Machine Learning, and Scientific Computing: Algorithms and Applications submission deadline 31 Aug 2024 | 4 articles | Viewed by 5231 | Submission Open
Keywords: signal processing; artificial intelligence; machine learning; deep learning; scientific computing; adaptive filtering; operational research; optimization algorithms; decision support systems; analytical methods; numerical methods; stochastic methods
(This special issue belongs to the Section Computational and Applied Mathematics)
Advances in Differential Analysis and Functional Analysis submission deadline 31 Aug 2024 | 5 articles | Viewed by 5228 | Submission Open
Keywords: new developments in Functional Analysis; significant applications of Functional Analysis; including in other areas of mathematics (including the analysis of PDEs; differential equations; boundary value problems; differential topology and geometry; symplectic topology; quantum mechanics; probability theory; geometric group theory; and dynamical systems and approximation theory); contributions to important problems and challenges in Functional Analysis; best approximation problems in Banach spaces; iterative procedures for fixed points or best proximity points; nonlinear optimization and applications; representation theory; theory of abstract and functional spaces; theory of operators; spectral theory; theory of operator equations; solvability of fixed-point equations of nonlinear operators; differential analysis and in its applications to physics and other areas of natural science (including statistics; computing; electrical circuit analysis; dynamical systems; economics and biology)
(This special issue belongs to the Section Difference and Differential Equations)
Advances in Applied Mathematics in Computer Vision
edited by
submission deadline 31 Aug 2024 | 3 articles | Viewed by 4883 | Submission Open
Keywords: clustering; deep learning; GNN; complexity; computer vision; machine learning
(This special issue belongs to the Section Mathematics and Computer Science)
Data Hiding, Steganography and Its Application
edited by and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 4537 | Submission Open
Keywords: steganography; steganalysis; watermarking; data hiding; multimedia; social nnetwork; image processing
(This special issue belongs to the Section Computational and Applied Mathematics)
Mathematical Modeling, Analysis, and Applications of Complex Dynamics in Electrical Engineering
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 4398 | Submission Open
Keywords: analog and digital networks; applications of chaos in electronics; complex behavior; computer-aided analysis of circuits; deterministic dynamical system; fractal dimension; chaos and hyperchaos; mathematical modeling; nonlinear dynamics; signal processing; strange attractors
(This special issue belongs to the Section Engineering Mathematics)
Advances in Financial Mathematics and Risk Management
edited by , Piluso Fabio, Jaime Gil Lafuente and
submission deadline 31 Aug 2024 | 5 articles | Viewed by 4318 | Submission Open
Keywords: artificial intelligence; risk management; portfolio optimization; machine learning; decision making
(This special issue belongs to the Section Financial Mathematics)
Advances in Cryptography and Blockchain: Mathematics for Healthcare Security submission deadline 31 Aug 2024 | 2 articles | Viewed by 3943 | Submission Open
Keywords: mathematics for healthcare; information security; patient privacy; server authentication; secure medical system; smart healthcare; cryptography; blockchain; internet of things; consensus mechanism; smart contract
(This special issue belongs to the Section Mathematics and Computer Science)
Dynamic Complex Networks: Models, Algorithms, and Applications
edited by
submission deadline 31 Aug 2024 | 2 articles | Viewed by 3317 | Submission Open
Keywords: dynamic complex networks; statistics of long walks; graph structural modifications; stability and synchronization in networks; entropic force and pressure; graph node fugacity; graph node navigability; graph navigation; delocalization– localization
(This special issue belongs to the Section Dynamical Systems)
Advanced Mathematical Modeling and Numerical Solutions in Applied Mechanics and Engineering, 2nd Edition submission deadline 31 Aug 2024 | 4 articles | Viewed by 3154 | Submission Open
Keywords: mathematical modeling; numerical simulation; mechanics; engineering; finite element method; computer fluid dynamics; machine learning; reduced order modelling; inverse problems
(This special issue belongs to the Section Engineering Mathematics)
Advances in Nonlinear Dynamical Systems and Control Systems
edited by
submission deadline 31 Aug 2024 | 3 articles | Viewed by 2975 | Submission Open
Keywords: PID control; automatic reset; predictive control; nonlinear control; constrained control; adaptive control; intelligent control; optimal control; filtration; multilevel optimization; measurement and quantization noise; robustness and uncertainties; set-point and disturbance rejection optimization; time-delayed systems; dead-time compensators; digitalization; Industry 4.0
(This special issue belongs to the Section Engineering Mathematics)
The Delay Differential Equations and Their Applications
edited by Hebatallah J. Alsakaji and
submission deadline 31 Aug 2024 | 2 articles | Viewed by 2736 | Submission Open
Keywords: bifurcation; fractional-order; epidemic models; Lyapunov functionals; predator– prey model; sensitivity; stability; stationary distribution; stochastic perturbations; time delays
(This special issue belongs to the Section Difference and Differential Equations)
Parallel and Distributed Computing: Theory and Applications submission deadline 31 Aug 2024 | 2 articles | Viewed by 2711 | Submission Open
Keywords: parallel and distributed computing; high-performance computing; artificial intelligence; machine learning; data mining; evolutionary algorithm; novel algorithms and applications
(This special issue belongs to the Section Computational and Applied Mathematics)
New Advances in Coding Theory and Cryptography, 2nd Edition submission deadline 31 Aug 2024 | 3 articles | Viewed by 2693 | Submission Open
Keywords: encryption; verifiable computing; cryptographic protocols; coding theory; blockchain; cloud security; digital twins; edge computing; threat and attack; machine learning
(This special issue belongs to the Section Computational and Applied Mathematics)
Systems Engineering, Control, and Automation, 2nd Edition
edited by and Kamel Barkaoui
submission deadline 31 Aug 2024 | 3 articles | Viewed by 2677 | Submission Open
Keywords: systems control and automation; scheduling and planning; automated production system; intelligent system systems science and engineering
(This special issue belongs to the Section Engineering Mathematics)
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